The Modern Author
It’s more than just a tool—Arria AuthorTM is your AI-powered partner in language automation. It delivers unparalleled insights that drive your business forward by combining the reliability of deterministic language models, your human knowledge, with the ability to add the expansive capabilities of large language models.
Discover a new way to accelerate automating language with three powerful capabilities to choose from—all within a single canvas to increase author productivity and report accuracy.
- Incorporate deterministic rules-based, data-driven output from Arria Studio, allowing for human and AI collaboration
- Integrate carefully crafted, domain-specific content authored by human experts to enhance accuracy and credibility
- Add contextually relevant LLM summaries derived from your data, approved sources, or internal data you trust
Arria’s language automation methodology is critical to ensure enterprise adoption, report accuracy, and compliance with AI governance. Delivering precise data-driven narratives, as the first crucial step as well as human authored commentary to provides insights not found in the data. Users can also choose to leverage LLM functionality to summarize approved content and help authors carefully explore approved data sources, such as new articles or internal documents that are relevant to the data within the report.
Feature Comparison
Arria Author combines language automation, with human-authored commentary. Arria Author+ adds the ability to leverage LLM technology.
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Arria Studio (Custom Narratives) |
✓ | ✓ |
Arria Out-of-the-Box (Pre-Built Narratives) |
✓ | ✓ |
Human Authored Narratives | ✓ | ✓ |
Large Language Model (LLM) Summaries | — | ✓ |
Arria Answers (LLM) Chat Assistant |
— | ✓ |
Human knowledge, deterministic, and probabilistic language automation, in one secure platform


Arria Assist
The Arria AssistTM orchestration and administration layer brings the latest advances in generative AI to enterprise use cases where it can be used responsibly by even the most stringent compliance environments. By using deterministic language generation for complex analytics and guided data-driven queries, we eliminate LLM math errors and irrelevant user prompts. Contextual Relevance is automatically derived from data-driven narratives and/or documents.
Arria Assist Orchestrator:
- Advanced Prompt Engineering
- Retrieval augmentation
- Control, traceability, guardrails
- Contextual relevance for improved quality and accuracy
Admin Functionality:
- Select document sources
- API key management
- Persistence management
- User-controlled editing for maximum flexibility
Watch the Full Demo
Key Features
AI-Enhanced Insights
Leverage the latest large language model technology to enhance your data-driven narratives, providing deeper context.
Unparalleled Accuracy
Rules-based, deterministic language models ensure reliable and trustworthy insights are generated by your data.
Intelligent Data Analysis
Pre-built deterministic language models analyze your data and automatically generate fact-based narratives, identifying key insights.
Customizable Output
Human experts can easily add and edit approved narrative content for all your company’s specific reporting needs.
Dynamic Generation
Clear, concise, and contextually rich narratives that explain your data in real time, adapting as your data changes.
Time-Saving Automation
Focus on strategic decision-making by automating the time-consuming human process of narrative creation.
Collaborative Workspace
Intuitive interface allows multiple users to refine and enhance generated narratives, ensuring comprehensive, accurate reports.
Scale Your Reporting
Easily generate thousands of reports without compromising quality or depth of insights with data-driven automated narratives.
Remain Compliant
With built-in auditing features and a human-in-the-loop approach, maintain full control and traceability of your narratives.
Seamless Integration
Effortlessly integrate with your off-the-shelf data analytics dashboard or proprietary platform with Arria Connect.